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Python, Machine Learning and Algorithmic Trading Masterclass – Udemy

(10 customer reviews)

$21

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Description

What you’ll learn

  • Understand stock market fundamentals
  • How stocks are created
  • How to create accounts and begin trading
  • Learn to manage stock data with Python
  • Read algorithms, strategies, and different kinds of graphs
  • And more!
  • Broad concepts are covered so that you will have a solid general understanding of the industry.
  • You’ll be able to talk concepts and regressive models with financial traders
  • You’ll learn the tools and techniques used daily by finance professionals.
  • Get your hands dirty with real world coding examples and learn to code in Python.
  • You’ll also learn how to retrieve data from financial web pages.

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“I know enough python to be dangerous. Most of the ML classes are so abstract and theoretical that no learning happens. This is the first class where we use concrete examples that I can relate to and allow me to learn. Absolutely love this course!” – Mary T.

Learn complete Python trading and coding from scratch. Become an expert in data analytics and real-world financial analysis. We are proud to present one of the most interesting and complete courses we’ve created so far. No experience is required.

Through Mammoth Interactive’s self-paced online learning, finance theory is not overwhelming like it would be in a regular university.

The Ultimate Python, Machine Learning, and Algorithmic Trading Masterclass will guide you through everything you need to know to use Python for finance and algorithmic trading. We’ll start off by learning the fundamentals of Python and proceed to learn about machine learning and Quantopian.

The lessons are supplemented with handful of helpful source files you can refer back to at any time — forever! PLUS: Offline viewing on the Udemy iOS app. Lifetime access to all content.

THE VIDEO LESSONS

In this series of straight-to-the-point videos, you’ll learn how to:

  • Understand stock market fundamentals from the ground up

  • Strategically trade in bear and bull markets

  • Create accounts and begin trading

  • Gain financial acumen to network in the financial industry

  • Code in Python to solve real-world tasks

  • Use the data analysis toolkit Pandas to work with data

After the fundamentals, we’ll get into strategies and specifics, including:

  • Working in changing markets

  • Projects of algorithms and technical analysis to add to your FinTech resume

  • Machine learning and artificial intelligence for price prediction

  • Build a test project on Quantopian using money invested into a fund

  • And much more!

COURSE BREAKDOWN

The Ultimate Python, Machine Learning, and Algorithmic Trading Masterclass

LEVEL I: INTRODUCTION TO PYTHON

  • Python Introduction

  • Learn How to Code in Python

  • Use Python to Solve Real-World Tasks

  • Work with Python’s Conditional Statements, Functions, Sequences and Loops

LEVEL II: CODING FOR TRADE

  • Work with Scientific Packages like NumPy

  • Use the Data Analysis Toolkit, Pandas

  • Graphing with Python

  • Working with Stock Data

  • Getting Stock Data

  • Graphing Stock Data

LEVEL III: TECHNICAL ANALYSIS

  • Introduction to Technical Analysis

  • Reading Different Kinds of Graphs

  • Algorithms and Strategies

  • Sentiment Analysis

  • Choosing a Strategy to Apply

LEVEL IV: PYTHON MACHINE LEARNING

  • Intro to Machine Learning (ML)

  • Intro to Tensorflow (TF)

  • Intro to Keras

  • Basic ML Models

  • Price Prediction

  • Price Change Prediction

LEVEL V: QUANTOPIAN TRADING

  • Intro to Quantopian

  • How to Make Trades

  • Using Algorithms

  • Different Kinds of Analysis

  • How to Backtest

  • Use a Practice Account with Fake Money

  • Interpret Results and Fund Performance

REVIEWS OF MAMMOTH INTERACTIVE

“Captivating voice, easy to follow at a rapid pace, get some paper and fasten your seat-belts. I’m enjoying every second of this. Literally, I bought this course for specific lectures of the Python + Tensorflow aspects, and after 2 hours I already know way more than after 10 hours of the Zero-to-Deep-Learning.” – Philip Murray

This course is a great way to get introduced to coding and bringing the game together from a full SLDC stance. The instructors are responsive, and the Q&A sections are extremely helpful. 100% worth the time invested to learn through this course.” – Derek Hass

“Incredible course. Looking forward for more content like this. Thank you and good job.” – Joniel Gallo

Enroll now to join the Mammoth community!

Who this course is for:

  • Aspiring data scientists
  • Programming beginners
  • People interested in finance and investing
  • Coders who want to specialize in finance
  • Anyone who wants to learn programming for an in-demand field
  • Finance professionals who want to learn FinTech

Course content

  • Python Language Basics
  • Variables
  • Collections
  • Control Flow
  • Functions
  • Classes and Objects
  • Summary of Python
  • Numpy Tutorials
  • Pandas Tutorials
  • PyPlot Tutorials

10 reviews for Python, Machine Learning and Algorithmic Trading Masterclass – Udemy

  1. Donny Phan

    Super practical. Lessons are catered towards anyone looking to find work in this industry. It felt very comprehensive and gave me a broad understanding of the programming spectrum

  2. Madhav raj Verma

    Thanks for your great effort. i am fully satisfied with this course the way you teach and your explanation are very clear ,The content you provide in your course no one can do this at this price.

  3. Sachin Gupta

    I really didn’t want to leave a low rating as Angela is a great teacher. The 1st half of this course was terrific. The 2nd half was terrible. Under the justification of “teaching students how to figure things out on their own”, pretty much all videos and all explanations were dropped. You were just told what to do, given links to documentation and told to figure it out on your own. I understand doing that to some degree, but to revert to that entirely for nearly half the content barely makes this a course. It’s just a list of things for you to learn, then you’re left on your own to learn them. The 2nd half was so bad, especially the data science component, that I didn’t bother finishing the course.

  4. Vincent Beaudet

    Amazing 40 days course.
    Angela is a great teacher.
    The other 60 days are all about web developement, interacting with web pages, on your own with little to no explanations. I did not expect that at all. I wanted to learn more about software and scripting.
    This left me disappointed , confused and i started to doubt myself. Not a fun experience after the amount of effort i’v put in this course.

    Exercices format and explanations for the first 40 days were worth it tho.

  5. Ben K

    Not just an introduction to python, but really helps you learn fundamental aspects of python and coding in general. Some parts may require some knowledge on the subject (data science comes to mind) and there is quite some web development in the course. So, a few areas were not completely to my liking (I would have liked to see it done differently), but this course deserves the 5 stars in my opinion.

  6. Omid Alikhel

    I found the method a bit difficult when a code is written and then changed back to something different, with no enough explanation of how something happened and where it came from or a step by step explanation of why something is happening, i have no doubt in the instructors talent, but we are beginners!

  7. Devang Jain

    The course is not updated and most of the solution codes don’t work and there are no video solutions towards the end

  8. Szymon Kozak

    I think that the course tutor is really good in giving right information to learn at the right time. Thanks to this fact, my understanding of coding in python after 29 days of learning is above my expectations.

  9. Begoña Ruiz Diaz

    Ha sido la mejor elección que podría haber hecho.

  10. Vaibhav Sachdeva

    I want to thank Angela for making such an amazing course. It really helped me explore more things with python.

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